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XFastData@HQU
I am an associate professor at huaqiao University, Xiamen, China. My current research interests include machine learning and data mining.
- 公司
- Huaqiao University
- 位置
- Ximane, China
- Stars
- 46
- 粉丝 / 仓库
- 18
代表作品 / 项目
- GBSK⭐ 10GBSK: Skeleton Clustering via Granular-ball Computing and Multi-Sampling for Large-Scale Complex Data
- KNN-BLOCK-DBSCAN⭐ 7
- NQDBSCAN⭐ 7NQDBSCAN is a fast clustering algorithm based on pruning unnecessary distance computations in DBSCAN for high-dimensional data. we propose a novel local neighborhood searching technique, and apply it to improve DBSCAN, named as NQ-DBSCAN, such that a large number of unnecessary distance computations can be effectively reduced. Theoretical analysis and experimental results show that NQ-DBSCAN averagely runs in O(n∗log(n)) with the help of indexing technique, and the best case is O(n) if proper parameters are used, which makes it suitable for many realtime data.
- BLOCK-DBSCAN⭐ 6Clustering for big data
- FastSmoothSAM⭐ 5